XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Slovak
This model is part of our paper called:
- Make the Best of Cross-lingual Transfer: Evidence from POS Tagging with over 100 Languages
Check the Space for more details.
Usage
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-sk")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-sk")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-sk
Space using wietsedv/xlm-roberta-base-ft-udpos28-sk 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported82.600
- Dutch Test accuracy on Universal Dependencies v2.8self-reported84.200
- German Test accuracy on Universal Dependencies v2.8self-reported79.400
- Italian Test accuracy on Universal Dependencies v2.8self-reported82.000
- French Test accuracy on Universal Dependencies v2.8self-reported83.900
- Spanish Test accuracy on Universal Dependencies v2.8self-reported87.900
- Russian Test accuracy on Universal Dependencies v2.8self-reported90.500
- Swedish Test accuracy on Universal Dependencies v2.8self-reported84.600
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported77.900
- Danish Test accuracy on Universal Dependencies v2.8self-reported82.200
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported53.900
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported35.800
- Armenian Test accuracy on Universal Dependencies v2.8self-reported83.800
- Welsh Test accuracy on Universal Dependencies v2.8self-reported64.800
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported74.900
- Albanian Test accuracy on Universal Dependencies v2.8self-reported77.900
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported87.700
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported36.600
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported76.500
- Turkish Test accuracy on Universal Dependencies v2.8self-reported75.100
- Finnish Test accuracy on Universal Dependencies v2.8self-reported79.500
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported81.300
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported92.000
- Polish Test accuracy on Universal Dependencies v2.8self-reported93.300
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported85.100
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported79.500
- Latin Test accuracy on Universal Dependencies v2.8self-reported77.100
- Old French Test accuracy on Universal Dependencies v2.8self-reported58.000
- Buryat Test accuracy on Universal Dependencies v2.8self-reported60.600
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported22.100
- Korean Test accuracy on Universal Dependencies v2.8self-reported57.400
- Estonian Test accuracy on Universal Dependencies v2.8self-reported80.700
- Croatian Test accuracy on Universal Dependencies v2.8self-reported93.700
- Gothic Test accuracy on Universal Dependencies v2.8self-reported28.300
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported44.100
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported14.800
- North Sami Test accuracy on Universal Dependencies v2.8self-reported40.600
- Naija Test accuracy on Universal Dependencies v2.8self-reported39.900
- Latvian Test accuracy on Universal Dependencies v2.8self-reported84.200
- Chinese Test accuracy on Universal Dependencies v2.8self-reported42.500
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported70.800
- Bambara Test accuracy on Universal Dependencies v2.8self-reported28.800
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported85.800
- Galician Test accuracy on Universal Dependencies v2.8self-reported86.100
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported67.400
- Greek Test accuracy on Universal Dependencies v2.8self-reported84.600
- Catalan Test accuracy on Universal Dependencies v2.8self-reported85.800
- Czech Test accuracy on Universal Dependencies v2.8self-reported94.300
- Erzya Test accuracy on Universal Dependencies v2.8self-reported49.800
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported48.100
- Thai Test accuracy on Universal Dependencies v2.8self-reported58.100
- Marathi Test accuracy on Universal Dependencies v2.8self-reported87.700
- Basque Test accuracy on Universal Dependencies v2.8self-reported74.000
- Slovak Test accuracy on Universal Dependencies v2.8self-reported97.500
- Kiche Test accuracy on Universal Dependencies v2.8self-reported33.900
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported26.900
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported42.100
- Tamil Test accuracy on Universal Dependencies v2.8self-reported83.000
- Maltese Test accuracy on Universal Dependencies v2.8self-reported29.100
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported59.000
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported77.400
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported33.100
- Urdu Test accuracy on Universal Dependencies v2.8self-reported62.200
- Romanian Test accuracy on Universal Dependencies v2.8self-reported81.400
- Persian Test accuracy on Universal Dependencies v2.8self-reported77.900
- Apurina Test accuracy on Universal Dependencies v2.8self-reported46.700
- Japanese Test accuracy on Universal Dependencies v2.8self-reported27.400
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported81.900
- Hindi Test accuracy on Universal Dependencies v2.8self-reported65.300
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported30.200
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported48.700
- Faroese Test accuracy on Universal Dependencies v2.8self-reported75.400
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported36.300
- Livvi Test accuracy on Universal Dependencies v2.8self-reported64.900
- Arabic Test accuracy on Universal Dependencies v2.8self-reported79.600
- Wolof Test accuracy on Universal Dependencies v2.8self-reported39.000
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported90.500
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported39.100
- Makurap Test accuracy on Universal Dependencies v2.8self-reported24.700
- Kangri Test accuracy on Universal Dependencies v2.8self-reported49.900
- Breton Test accuracy on Universal Dependencies v2.8self-reported61.800
- Telugu Test accuracy on Universal Dependencies v2.8self-reported79.600
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported45.600
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported45.900
- Karelian Test accuracy on Universal Dependencies v2.8self-reported67.900
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported78.600
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported66.700
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported44.200
- Irish Test accuracy on Universal Dependencies v2.8self-reported67.200
- Nayini Test accuracy on Universal Dependencies v2.8self-reported43.600
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported27.300
- Manx Test accuracy on Universal Dependencies v2.8self-reported36.800
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported41.300
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported79.200
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported38.000
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported40.300
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported89.800
- Serbian Test accuracy on Universal Dependencies v2.8self-reported94.600
- Moksha Test accuracy on Universal Dependencies v2.8self-reported48.200
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported76.000
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported57.000
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported37.800
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported81.200
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported72.400
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported37.000